Free Collection Of Correlation, Causation Worksheets - Free Printable

Let's solve the Correlation vs. Causation Worksheet step by step based on the provided graph and questions.

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Graph Analysis:

The graph shows:
- X-axis: Temperature in °C (from 10°C to 30°C)
- Y-axis: Sales of ice cream (from 0 to 1000 units)

We can observe that as temperature increases, ice cream sales also tend to increase. The data points form an upward trend.

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Question 1: What type of correlation does this data represent?

✔ Answer: This data represents a positive correlation.

🔹 Explanation: A positive correlation means that as one variable increases, the other variable also increases. In this case, as temperature increases, ice cream sales increase.

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Question 2: What does the correlation show about the relationship between temperature and sales of ice cream?

✔ Answer: The correlation shows that there is a positive relationship between temperature and ice cream sales. As the temperature rises, more ice cream tends to be sold.

🔹 Explanation: The scatter plot shows a general upward trend — higher temperatures are associated with higher sales. This suggests that people are more likely to buy ice cream when it's hotter.

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Question 3: Can it be claimed that the hotter it gets, the more ice cream is sold? Explain why or why not.

✔ Answer: While the data shows a strong correlation, we cannot definitively claim causation without further evidence.

🔹 Explanation:
- The graph shows a correlation, meaning the two variables move together.
- However, correlation does not imply causation.
- Just because ice cream sales rise with temperature doesn't mean that heat *causes* more ice cream to be sold. There could be other factors involved (e.g., more people going outside, summer holidays, advertising).
- But in this real-world context, it’s reasonable to infer that higher temperatures may lead to increased demand for cooling treats like ice cream, so there is likely a causal link, but it's not proven solely by the graph.

➡️ Conclusion: We can say there is a strong positive correlation, and it's plausible that higher temperatures cause higher ice cream sales, but we cannot prove causation from the data alone.

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✔ Final Answers:

1. Positive correlation
2. As temperature increases, ice cream sales increase.
3. No, we cannot definitively claim causation because correlation does not imply causation. Although it's likely that warmer weather leads to more ice cream sales, other factors might influence sales, and the graph alone doesn’t prove a direct cause-effect relationship.

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